graphify is agent-read markdown (skill) from akillness/jeo-skills: Drive Graphify from its CLI to build, refresh, query, export, and serve a durable code/corpus knowledge graph. Use when the user wants `.graphify/GRAPH_REPORT.md`, `graph.json`, `graph.html`, `graphify update`/`summary`/`query`/`path`/`explain`/`tree`, change-aware review context, git-hook or watch-based refresh, a stdio MCP graph server, or an install into jeo, jeopi, gjc, opencode, Claude, Codex, or Gemini. Also covers the honest structural fallback when native extraction is empty or misleadin.
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.
What the file says
# Graphify
Graphify is a **CLI**. The primary path for every request in this skill is a real
`graphify …` command, not a slash command and not an improvised Python script.
Use this skill when the main question is **"which graphify command answers this, over what
scope, and what should we read next?"**
The job is to:
1. classify the request into one graph packet,
2. choose one CLI mode,
3. scope the corpus before runtime or token cost explodes,
4. report artifacts and any degraded output truthfully,
5. route search-only, wiki-only, or project-memory work to the right neighboring skill.
Read [references/cli-command-map.md](references/cli-command-map.md) for the full command
surface with real flags.
Read [references/install-matrix.md](references/install-matrix.md) before installing anything —
especially for **jeo / jeopi / gjc / opencode**.
Read [references/mode-packets-and-route-outs.md](references/mode-packets-and-route-outs.md) for
an unfamiliar request, and [references/build-and-fallback-recipes.md](references/build-and-fallback-recipes.md)
when native extraction is weak.
## CLI quickstart
```bash
…
Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
GET https://markdownregistry.com/api/v1/artifacts/art_5kogpzrdvj57anvr
GET https://markdownregistry.com/api/v1/resolve?ref=akillness/jeo-skills/graphify
GET https://markdownregistry.com/api/v1/blob/a28d9c689e1ce10efdea0859704e29c4bae8ee72f65e4fa3e14d597ac8a800d5
Your agent does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
akillness/jeo-skills · .agent-skills/a2a-protocol/SKILL.md · Agent-to-Agent horizontal messaging — Linux Foundation AAIF 2026 standard. Use when multiple agents across…
akillness/jeo-skills · .agent-skills/academic-research/SKILL.md · Full academic research pipeline from discovery to publication — 4 reference pipelines, 27 modes, 39-agent ensemble…
akillness/jeo-skills · .agent-skills/agent-observability/SKILL.md · Instrument LLM agents with traces, metrics, and replay. Use when an agent in production is silently failing…
akillness/jeo-skills · .agent-skills/agent-principles/SKILL.md · Core principles for collaborative development with AI agents. Defines divide-and-conquer, context management…
akillness/jeo-skills · .agent-skills/agent-pulse/SKILL.md · Operate and extend barretlee/agent-pulse, the evidence-backed AI industry intelligence system: inspect source catalog…
zaxbyhub/opencode-swarm · .claude/skills/graphify/SKILL.md · Use for any question about a codebase, its architecture, file relationships, or project content — especially when…
mycelium-hq/ai-brain-starter · skills/graphify/SKILL.md · Use when the user invokes /graphify or asks to build, update, or query a knowledge graph from a folder of files (code…
x1jiang/clawagents_py · src/clawagents/skills/graphify/SKILL.md · Local knowledge graph for code and docs (Graphify). Extract a folder into graphify-out/graph.json, then query with CLI…
vanducng/skills · skills/graphify/SKILL.md · Use for any question about a codebase, its architecture, file relationships, or project content - especially when…
ivuorinen/skills · .claude/skills/graphify/SKILL.md · Use for any question about a codebase, its architecture, file relationships, or project content — especially when…